Magnetic Resonance Imaging Radiomic Analysis of Radiation-Induced Morphea of the Breast: A Proof-of-Concept Study

This is a pilot study on a small sample that demonstrates that radiomic features extracted from pretreatment MRI scans can serve as potential predictors for the development of RIM in patients with breast cancer. The integration of clinical and histopathological data with radiomic analysis highlights the distinct changes in breast tissue architecture that precede RIM onset. These findings pave the way for the early identification of patients at risk, allowing for more personalized surveillance and management strategies.

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Publication Details

Journal
Advances in Radiation Oncology
Published
2025-08-18
DOI
https://doi.org/10.1016/j.adro.2025.101881
Primary Topic
Breast Cancer Treatment Studies
Type
article
Field-Weighted Citation Impact
0.00
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article

Magnetic Resonance Imaging Radiomic Analysis of Radiation-Induced Morphea of the Breast: A Proof-of-Concept Study

Joseph Bae, Daniel Lozeau, Jieying Wu, Prateek Prasanna et al.
Advances in Radiation Oncology
Breast Cancer Treatment Studies
article

Magnetic Resonance Imaging Radiomic Analysis of Radiation-Induced Morphea of the Breast: A Proof-of-Concept Study

Joseph Bae, Daniel Lozeau, Jieying Wu, Prateek Prasanna, Samuel Ryu, A. Stessin, Chao Chen
article en

Abstract

This is a pilot study on a small sample that demonstrates that radiomic features extracted from pretreatment MRI scans can serve as potential predictors for the development of RIM in patients with breast cancer. The integration of clinical and histopathological data with radiomic analysis highlights the distinct changes in breast tissue architecture that precede RIM onset. These findings pave the way for the early identification of patients at risk, allowing for more personalized surveillance and management strategies.

Advances in Radiation OncologyVol. 10(11)
Stony Brook University Hospital (US)
Openalex Percentile: Top 73%
Breast Cancer Treatment Studies
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Magnetic Resonance Imaging Radiomic Analysis of Radiation-Induced Morphea of the Breast: A Proof-of-Concept Study — Joseph Bae, Daniel Lozeau, et al. · Advances in Radiation Oncology (2025) | TGRS Research Map | TGRS